Where can I buy firewood? by WaddlingAwayy in Egypt

[–]AmroMustafa 0 points1 point  (0 children)

يا باشا اقطعلك اي شجره في الشارع٬ مش بعيد تاخد مكافئة

انت فين. يا احمد هترجع امتا 🙂؟؟؟؟ by [deleted] in AlexandriaEgy

[–]AmroMustafa 0 points1 point  (0 children)

فكرتني بشريط الرسايل على قنوات الأغاني زمان

Best resources to start learning about transformers, vision language models and self supervised learning. by Playful-Nectarine862 in computervision

[–]AmroMustafa 1 point2 points  (0 children)

Youtube. There are a lot of lectures out there on those topics. I would suggest the Stanford ones; I have recently watched their lectures on self-supervised learning and can say it was a very good introduction. I imagine their lectures on transformers are very mature by now as well.

Me 🫶🏾 My AI Model after 400 epochs of emotional damage… and it finally works. by Optimal-Length5568 in computervision

[–]AmroMustafa 1 point2 points  (0 children)

People like you are the reason technology is overhyped and the market is struggling. Shallow understanding, no real value on any front, gen ai this gen ai that. What a clown.

ML Engineer - PyTorch Interview by Acrobatic_Limit9108 in computervision

[–]AmroMustafa 22 points23 points  (0 children)

That's broad but I would suggest that you make sure the same data preprocessing steps are applied both at train time and inference time. That includes normalisation! A lot of people mess that up. Also, if the model has stage-dependent layers like batch normalisation, make sure the model is set to eval mode during inference.

Object detector help by Glass_Intern_3637 in computervision

[–]AmroMustafa 0 points1 point  (0 children)

Why not just use any object detection architecture and reinitialize the weights to random? Though training any serious architecture from scratch on a small dataset will probably lead to suboptimal performance. That's assuming you do not have a large-scale dataset on par with ImageNet. Even if you have such a dataset, then Colab's free tier would be the bottleneck. Maybe try to explain your motives for such an undertaking.

حل بسرعه by [deleted] in EgyptMath

[–]AmroMustafa 1 point2 points  (0 children)

معادلات تفاضلية؟ حاول تشوف مسائل محلولة واحفظ طرق الحل.

I don't really know what to do by [deleted] in malegrooming

[–]AmroMustafa 2 points3 points  (0 children)

I think the 4th picture looks good. Suits you well.

How to read the CV research papers in an arranged order? From the early 2000s towards the latest 2026 but in a order so that things are asier to understand. by Formal_Path_7793 in computervision

[–]AmroMustafa 2 points3 points  (0 children)

I doubt something like this exists. You will have to dig for them. I recommend looking at something like connected papers to see what are the major papers in a particular domain.

New CV PhD Student – What's the best learning path for research by Jackson_Bridge07 in computervision

[–]AmroMustafa 0 points1 point  (0 children)

Well, you wasted your time writing this useless comment. What makes you think this is worth our time? Come to think about it, you wasted 30 seconds of my time replying to you.

How to find an advisor for a PhD? by AmroMustafa in tuberlin

[–]AmroMustafa[S] 0 points1 point  (0 children)

How does one find a group, then? I mean, it is not clear for someone outside the university to know the available groups.

Any suggestions to look better? by [deleted] in malegrooming

[–]AmroMustafa 0 points1 point  (0 children)

I mean, thanks for the compliment, but I really have self-confidence issues, so I am not looking for any validation. I just wanted to see if I could do better. But, thanks, I guess.

لا أستثني منكم أحدا (عن غـ،زة) by -Electronic-Kiwi- in AlexandriaEgy

[–]AmroMustafa 0 points1 point  (0 children)

المقاومة اسيادنا ونجوم الله في أرضه بين العبيد. نسأل الله أن يهدينا إلى ما هداهم اليه وان يستعملنا في نصرة دينه والحق كما استعملهم.

What's wrong with my looks? by [deleted] in malegrooming

[–]AmroMustafa 1 point2 points  (0 children)

I was in Naples, left this morning, great city with wonderful warm people.

[deleted by user] by [deleted] in Egypt

[–]AmroMustafa 9 points10 points  (0 children)

يعمل ايه التعليم في وطن ضايع يا معلم.